5 best Ruby Predictive Analytics libraries in 2024

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by marketing.admin@openweaver.com dot icon Updated: Feb 3, 2023

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Ruby is a dynamic, general purpose programming language with a focus on simplicity and productivity. It has an elegant syntax that is natural to read and easy to write. It's this combination of simplicity and power. Predictive analytics is the art and science of predicting future events by using existing statistical data. Predictive analytics can help businesses to make smarter decisions, avoid risks, and increase revenues. Predictive analytics is the use of historical data to predict future events. It's based on the assumption that patterns found in historical data can be used for forecasting. To perform predictive analysis, we need to use statistics, machine learning algorithms, and other tools such as neural networks. A few of the most popular Ruby Predictive Analytics open source libraries for developers are: vcr - test suite's HTTP interactions; concurrent-ruby - Modern concurrency tools including agents; predictor - efficient recommendations and predictions using Redis.

vcrby vcr

Ruby doticonstar image 5583 doticonVersion:v6.1.0doticon
License: Others (Non-SPDX)

Record your test suite's HTTP interactions and replay them during future test runs for fast, deterministic, accurate tests.

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            vcrby vcr

            Ruby doticon star image 5583 doticonVersion:v6.1.0doticon License: Others (Non-SPDX)

            Record your test suite's HTTP interactions and replay them during future test runs for fast, deterministic, accurate tests.
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                      concurrent-rubyby ruby-concurrency

                      Ruby doticonstar image 5486 doticonVersion:v1.2.2doticon
                      License: Others (Non-SPDX)

                      Modern concurrency tools including agents, futures, promises, thread pools, supervisors, and more. Inspired by Erlang, Clojure, Scala, Go, Java, JavaScript, and classic concurrency patterns.

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                                concurrent-rubyby ruby-concurrency

                                Ruby doticon star image 5486 doticonVersion:v1.2.2doticon License: Others (Non-SPDX)

                                Modern concurrency tools including agents, futures, promises, thread pools, supervisors, and more. Inspired by Erlang, Clojure, Scala, Go, Java, JavaScript, and classic concurrency patterns.
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                                          predictorby nyagato-00

                                          Ruby doticonstar image 473 doticonVersion:v2.4.0doticon
                                          License: Permissive (MIT)

                                          Fast and efficient recommendations and predictions using Redis

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                                                    predictorby nyagato-00

                                                    Ruby doticon star image 473 doticonVersion:v2.4.0doticon License: Permissive (MIT)

                                                    Fast and efficient recommendations and predictions using Redis
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                                                              offline-sortby salsify

                                                              Ruby doticonstar image 84 doticonVersion:Currentdoticon
                                                              License: Permissive (MIT)

                                                              A Ruby gem to sort large amounts of data using a predictable amount of memory.

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                                                                        offline-sortby salsify

                                                                        Ruby doticon star image 84 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                        A Ruby gem to sort large amounts of data using a predictable amount of memory.
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                                                                                  Ruby doticonstar image 3 doticonVersion:Currentdoticon
                                                                                  License: Permissive (MIT)

                                                                                  DRY your controllers and make your API more predictable by defining responders for different formats. E.g. Posting an invalid resource in HTML should render a form with errors, while in JSON you expect serialized errors.

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                                                                                            active_responseby ontola

                                                                                            Ruby doticon star image 3 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                            DRY your controllers and make your API more predictable by defining responders for different formats. E.g. Posting an invalid resource in HTML should render a form with errors, while in JSON you expect serialized errors.
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